J. Xavier Prochaska

According to our database, J. Xavier Prochaska authored at least 13 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Mitigating Masked Pixels in a Climate-Critical Ocean Dataset.

Angelina Agabin, J. Xavier Prochaska, Peter C. Cornillon, Christian E. Buckingham

Remote. Sens., July, 2024

2023

The Fundamental Patterns of Sea Surface Temperature.

J. Xavier Prochaska, Erdong Guo, Peter C. Cornillon, Christian E. Buckingham

IEEE Trans. Geosci. Remote. Sens., 2023

Reconstructing Sea Surface Temperature Images: A Masked Autoencoder Approach for Cloud Masking and Reconstruction.

Angelina Agabin, J. Xavier Prochaska

CoRR, 2023

2022

CosmoVis: An Interactive Visual Analysis Tool for Exploring Hydrodynamic Cosmological Simulations.

David Abramov, Joseph N. Burchett, Oskar Elek, Cameron Hummels, J. Xavier Prochaska, Angus G. Forbes

IEEE Trans. Vis. Comput. Graph., 2022

Monte Carlo Physarum Machine: Characteristics of Pattern Formation in Continuous Stochastic Transport Networks.

Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes

Artif. Life, 2022

2021

Polyphorm: Structural Analysis of Cosmological Datasets via Interactive Physarum Polycephalum Visualization.

Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes

IEEE Trans. Vis. Comput. Graph., 2021

Deep Learning of Sea Surface Temperature Patterns to Identify Ocean Extremes.

J. Xavier Prochaska, Peter C. Cornillon, David M. Reiman

Remote. Sens., 2021

Effectively using unsupervised machine learning in next generation astronomical surveys.

Itamar Reis, Michael Rotman, Dovi Poznanski, J. Xavier Prochaska, Lior Wolf

Astron. Comput., 2021

2020

PypeIt: The Python Spectroscopic Data Reduction Pipeline.

J. Xavier Prochaska, Joseph F. Hennawi, Kyle B. Westfall, Ryan J. Cooke, Feige Wang, Tiffany Hsyu, Frederick B. Davies, Emanuele Paolo Farina, Debora Pelliccia

J. Open Source Softw., 2020

Fully probabilistic quasar continua predictions near Lyman-α with conditional neural spline flows.

David M. Reiman, John Tamanas, J. Xavier Prochaska, Dominika Durovcíková

CoRR, 2020

Monte Carlo Physarum Machine: An Agent-based Model for Reconstructing Complex 3D Transport Networks.

Oskar Elek, Joseph N. Burchett, J. Xavier Prochaska, Angus G. Forbes

Proceedings of the 2020 Conference on Artificial Life, 2020

2019

IGM-Vis: Analyzing Intergalactic and Circumgalactic Medium Absorption Using Quasar Sightlines in a Cosmic Web Context.

Joseph N. Burchett, David Abramov, Jasmine Otto, Cassia Artanegara, J. Xavier Prochaska, Angus G. Forbes

Comput. Graph. Forum, 2019

2017

The igmspec database of public spectra probing the intergalactic medium.

J. Xavier Prochaska

Astron. Comput., 2017